1
|
Staines KA, Saunders FR, Ireland A, Aspden RM, Gregory JS, Hardy RJ, Cooper R. Associations between life course longitudinal growth and hip shapes at ages 60-64 years: evidence from the MRC National Survey of Health and Development. RMD Open 2024; 10:e003816. [PMID: 38599656 PMCID: PMC11015210 DOI: 10.1136/rmdopen-2023-003816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 03/21/2024] [Indexed: 04/12/2024] Open
Abstract
OBJECTIVE We sought to examine associations between height gain across childhood and adolescence with hip shape in individuals aged 60-64 years from the Medical Research Council National Survey of Health and Development, a nationally representative British birth cohort. METHODS Height was measured at ages 2, 4, 6, 7, 11 and 15 years, and self-reported at age 20 years. 10 modes of variation in hip shape (HM1-10), described by statistical shape models, were previously ascertained from DXA images taken at ages 60-64 years. Associations between (1) height at each age; (2) Super-Imposition by Translation And Rotation (SITAR) growth curve variables of height size, tempo and velocity; and (3) height gain during specific periods of childhood and adolescence, and HM1-10 were tested. RESULTS Faster growth velocity was associated with a wider, flatter femoral head and neck, as described by positive scores for HM6 (regression coefficient 0.014; 95% CI 0.08 to 0.019; p<0.001) and HM7 (regression coefficient 0.07; 95% CI 0.002 to 0.013; p=0.009), and negative scores for HM10 (regression coefficient -0.006; 95% CI -0.011 to 0.00, p=0.04) and HM2 (males only, regression coefficient -0.017; 95% CI -0.026 to -0.09; p<0.001). Similar associations were observed with greater height size and later height tempo. Examination of height gains during specific periods of childhood and adolescence identified those during the adolescence period as being most consistently associated. CONCLUSION Our analyses suggest that individual growth patterns, particularly in the adolescent period, are associated with modest variations in hip shape at 60-64 years, which are consistent with features seen in osteoarthritis.
Collapse
Affiliation(s)
- Katherine Ann Staines
- Centre for Lifelong Health, School of Applied Sciences, University of Brighton, Brighton, UK
| | - Fiona R Saunders
- Centre for Arthritis & Musculoskeletal Health, School of Medicine, Medical Sciences & Nutrition, University of Aberdeen, Institute of Medical Sciences, Aberdeen, UK
| | - Alex Ireland
- Department of Life Sciences, Musculoskeletal Science and Sports Medicine Research Centre, Manchester Metropolitan University, Manchester, UK
| | - Richard M Aspden
- Centre for Arthritis & Musculoskeletal Health, School of Medicine, Medical Sciences & Nutrition, University of Aberdeen, Institute of Medical Sciences, Aberdeen, UK
| | - Jennifer S Gregory
- Centre for Arthritis & Musculoskeletal Health, School of Medicine, Medical Sciences & Nutrition, University of Aberdeen, Institute of Medical Sciences, Aberdeen, UK
| | - Rebecca J Hardy
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - Rachel Cooper
- AGE Research Group, Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
- NIHR Newcastle Biomedical Research Centre, Newcastle upon Tyne NHS Foundation Trust, Cumbria, Northumberland, Tyne and Wear NHS Foundation Trust and Newcastle University, Newcastle, UK
| |
Collapse
|
2
|
Johnson LG, Bortolussi-Courval S, Chehil A, Schaeffer EK, Pawliuk C, Wilson DR, Mulpuri K. Application of statistical shape modeling to the human hip joint: a scoping review. JBI Evid Synth 2023; 21:533-583. [PMID: 36705052 PMCID: PMC9994808 DOI: 10.11124/jbies-22-00175] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
OBJECTIVE The objective of this scoping review was to identify all examples of the application of statistical shape models to the human hip joint, with a focus on applications, population, methodology, and validation. INTRODUCTION Clinical radiographs are the most common imaging tool for management of hip conditions, but it is unclear whether radiographs can adequately diagnose or predict outcomes of 3D deformity. Statistical shape modeling, a method of describing the variation of a population of shapes using a small number of variables, has been identified as a useful tool to associate 2D images with 3D anatomy. This could allow clinicians and researchers to validate clinical radiographic measures of hip deformity, develop new ones, or predict 3D morphology directly from radiographs. In identifying all previous examples of statistical shape modeling applied to the human hip joint, this review determined the prevalence, strengths, and weaknesses, and identified gaps in the literature. INCLUSION CRITERIA Participants included any human population. The concept included development or application of statistical shape models based on discrete landmarks and principal component analysis. The context included sources that exclusively modeled the hip joint. Only peer-reviewed original research journal articles were eligible for inclusion. METHODS We searched MEDLINE, Embase, Cochrane CENTRAL, IEEE Xplore, Web of Science Core Collection, OCLC PapersFirst, OCLC Proceedings, Networked Digital Library of Theses and Dissertations, ProQuest Dissertations and Theses Global, and Google Scholar for sources published in English between 1992 and 2021. Two reviewers screened sources against the inclusion criteria independently and in duplicate. Data were extracted by 2 reviewers using a REDCap form designed to answer the review study questions, and are presented in narrative, tabular, and graphical form. RESULTS A total of 104 sources were considered eligible based on the inclusion criteria. From these, 122 unique statistical shape models of the human hip were identified based on 86 unique training populations. Models were most often applied as one-off research tools to describe shape in certain populations or to predict outcomes. The demographics of training populations were skewed toward older patients in high-income countries. A mean age between 60 and 79 years was reported in 29 training populations (34%), more than reported in all other age groups combined, and 73 training populations (85%) were reported or inferred to be from Europe and the Americas. Only 4 studies created models in a pediatric population, although 15 articles considered shape variation over time in some way. There were approximately equal numbers of 2D and 3D models. A variety of methods for labeling the training set was observed. Most articles presented some form of validation such as reporting a model's compactness (n = 71), but in-depth validation was rare. CONCLUSIONS Despite the high volume of literature concerning statistical shape models of the human hip, there remains a need for further research in key areas. We identified the lack of models in pediatric populations and low- and middle-income countries as a notable limitation to be addressed in future research.
Collapse
Affiliation(s)
- Luke G Johnson
- School of Biomedical Engineering, Faculty of Applied Science, University of British Columbia, Vancouver, BC, Canada.,Centre for Hip Health and Mobility, Vancouver, BC, Canada
| | - Sara Bortolussi-Courval
- School of Biomedical Engineering, Faculty of Applied Science, University of British Columbia, Vancouver, BC, Canada.,Department of Mechanical Engineering, Faculty of Applied Science, University of British Columbia, Vancouver, BC, Canada
| | - Anjuli Chehil
- Department of Medicine, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Emily K Schaeffer
- Department of Orthopaedics, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada.,Department of Orthopaedic Surgery, BC Children's Hospital, Vancouver, BC, Canada
| | - Colleen Pawliuk
- BC Children's Hospital Research Institute, Vancouver, BC, Canada
| | - David R Wilson
- Centre for Hip Health and Mobility, Vancouver, BC, Canada.,Department of Orthopaedics, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Kishore Mulpuri
- Department of Orthopaedics, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada.,Department of Orthopaedic Surgery, BC Children's Hospital, Vancouver, BC, Canada.,BC Children's Hospital Research Institute, Vancouver, BC, Canada
| |
Collapse
|
3
|
Staines KA, Hardy R, Samvelyan HJ, Ward KA, Cooper R. Life course longitudinal growth and risk of knee osteoarthritis at age 53 years: evidence from the 1946 British birth cohort study. Osteoarthritis Cartilage 2021; 29:335-340. [PMID: 33383179 PMCID: PMC7955286 DOI: 10.1016/j.joca.2020.12.012] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Revised: 12/01/2020] [Accepted: 12/21/2020] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To examine the relationship between height gain across childhood and adolescence with knee osteoarthritis in the MRC National Survey of Health and Development (NSHD). MATERIALS AND METHODS Data are from 3035 male and female participants of the NSHD. Height was measured at ages 2, 4, 6, 7, 11 and 15 years, and self-reported at ages 20 years. Associations between (1) height at each age (2) height gain during specific life periods (3) Super-Imposition by Translation And Rotation (SITAR) growth curve variables of height size, tempo and velocity, and knee osteoarthritis at 53 years were tested. RESULTS In sex-adjusted models, estimated associations between taller height and decreased odds of knee osteoarthritis at age 53 years were small at all ages - the largest associations were an OR of knee osteoarthritis of 0.9 per 5 cm increase in height at age 4, (95% CI 0.7-1.1) and an OR of 0.9 per 5 cm increase in height, (95% CI 0.8-1.0) at age 6. No associations were found between height gain during specific life periods or the SITAR growth curve variables and odds of knee osteoarthritis. CONCLUSIONS There was limited evidence to suggest that taller height in childhood is associated with decreased odds of knee osteoarthritis at age 53 years in this cohort. This work enhances our understanding of osteoarthritis predisposition and the contribution of life course height to this.
Collapse
Affiliation(s)
- K A Staines
- School of Pharmacy and Biomolecular Sciences, University of Brighton, Brighton, UK; School of Applied Sciences, Edinburgh Napier University, Edinburgh UK.
| | - R Hardy
- Cohort and Longitudinal Studies Enhancement Resources (CLOSER), UCL Institute of Education, London, UK.
| | - H J Samvelyan
- School of Pharmacy and Biomolecular Sciences, University of Brighton, Brighton, UK.
| | - K A Ward
- MRC Lifecourse Epidemiology, Human Development and Health, University of Southampton, Southampton, UK.
| | - R Cooper
- Department of Sport and Exercise Sciences, Musculoskeletal Science and Sports Medicine Research Centre, Manchester Metropolitan University, Manchester, UK.
| |
Collapse
|
4
|
Samvelyan HJ, Madi K, Törnqvist AE, Javaheri B, Staines KA. Characterisation of Growth Plate Dynamics in Murine Models of Osteoarthritis. Front Endocrinol (Lausanne) 2021; 12:734988. [PMID: 34745003 PMCID: PMC8564143 DOI: 10.3389/fendo.2021.734988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Accepted: 09/20/2021] [Indexed: 11/23/2022] Open
Abstract
The purpose of this study was to investigate growth plate dynamics in surgical and loading murine models of osteoarthritis, to understand whether abnormalities in these dynamics are associated with osteoarthritis development. 8-week-old C57BL/6 male mice underwent destabilisation of medial meniscus (DMM) (n = 8) surgery in right knee joints. Contralateral left knee joints had no intervention (controls). In 16-week-old C57BL/6 male mice (n = 6), osteoarthritis was induced using non-invasive mechanical loading of right knee joints with peak force of 11N. Non-loaded left knee joints were internal controls. Chondrocyte transiency in tibial articular cartilage and growth plate was confirmed by histology and immunohistochemistry. Tibial subchondral bone parameters were measured using microCT and correlated to 3-dimensional (3D) growth plate bridging analysis. Higher expression of chondrocyte hypertrophy markers; Col10a1 and MMP13 were observed in tibial articular cartilage chondrocytes of DMM and loaded mice. In tibial growth plate, Col10a1 and MMP13 expressions were widely expressed in a significantly enlarged zone of proliferative and hypertrophic chondrocytes in DMM (p=0.002 and p<0.0001, respectively) and loaded (both p<0.0001) tibiae of mice compared to their controls. 3D quantification revealed enriched growth plate bridging and higher bridge densities in medial compared to lateral tibiae of DMM and loaded knee joints of the mice. Growth plate dynamics were associated with increased subchondral bone volume fraction (BV/TV; %) in medial tibiae of DMM and loaded knee joints and epiphyseal trabecular bone volume fraction in medial tibiae of loaded knee joints. The results confirm articular cartilage chondrocyte transiency in a surgical and loaded murine models of osteoarthritis. Herein, we reveal spatial variation of growth plate bridging in surgical and loaded osteoarthritis models and how these may contribute to anatomical variation in vulnerability of osteoarthritis development.
Collapse
Affiliation(s)
- Hasmik J. Samvelyan
- School of Pharmacy and Biomolecular Sciences, University of Brighton, Brighton, United Kingdom
- Centre for Stress and Age-Related Disease, University of Brighton, Brighton, United Kingdom
- The Faculty of Health, Education, Medicine and Social Care, School of Medicine, Anglia Ruskin University, Chelmsford, United Kingdom
- *Correspondence: Hasmik J. Samvelyan, orcid.org/0000-0001-9576-8001
| | - Kamel Madi
- 3Dmagination Ltd, Harwell Campus, Didcot, United Kingdom
| | - Anna E. Törnqvist
- Rheumatology and Bone Diseases Unit, Centre for Genomic and Experimental Medicine, Medical Research Council (MRC) Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom
- Centre for Bone and Arthritis Research, University of Gothenburg, Gothenburg, Sweden
| | - Behzad Javaheri
- School of Mathematics, Computer Science and Engineering, City University of London, London, United Kingdom
| | - Katherine A. Staines
- School of Pharmacy and Biomolecular Sciences, University of Brighton, Brighton, United Kingdom
- Centre for Stress and Age-Related Disease, University of Brighton, Brighton, United Kingdom
| |
Collapse
|
5
|
Keller NB, Liu RW. Prediction of adolescent pelvis development using femoral head and acetabulum growth in a longitudinal radiographic study. Clin Anat 2020; 34:726-735. [PMID: 33300630 DOI: 10.1002/ca.23708] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2020] [Revised: 11/09/2020] [Accepted: 12/06/2020] [Indexed: 11/11/2022]
Abstract
INTRODUCTION Adolescent total hip arthroplasty (THA) is guarded partially due unclarity as to when pediatric hip joints reach full development. This study sought to identify when maximum acetabular and femoral head diameters are achieved with relation to chronological and skeletal age. MATERIALS AND METHODS Consecutive femoral head and acetabular diameters were measured in a random sample of 54 female and 78 male subjects, which were queried from a historical collection of annual radiographs of children. Femoral head and triradiate physeal plates were scored according to Oxford bone parameters. RESULTS At 14 years females had femoral diameters of 4.16 +/- 0.23 cm and acetabular diameters of 5.15 +/- 0.30 cm. At 16 years males had femoral diameters of 4.85 +/- 0.30 cm and acetabular diameters of 5.90 +/- 0.35 cm. In the year following maximal femoral Oxford scores, no significant change was seen in femur and acetabulum diameters in females and in femur diameters in males. In the year following maximal acetabular Oxford scores, there was a significant increase in both femur and acetabulum diameters in both females and males. CONCLUSIONS Females on average reach maximum pelvis maturity at 14 years and males reach maximum pelvis maturity at 16 years. A closed femoral head was found to be a good marker of full hip growth, while a closed triradiate was not. This study provides anatomical data for surgeons to consider in assessing risk factors of THA failure in adolescents.
Collapse
Affiliation(s)
- Nicole B Keller
- Division of Pediatric Orthopaedic Surgery, Case Western Reserve University, Rainbow Babies and Children's Hospital, Cleveland, Ohio, USA
| | - Raymond W Liu
- Division of Pediatric Orthopaedic Surgery, Case Western Reserve University, Rainbow Babies and Children's Hospital, Cleveland, Ohio, USA
| |
Collapse
|
6
|
Sex differences in proximal femur shape: findings from a population-based study in adolescents. Sci Rep 2020; 10:4612. [PMID: 32165724 PMCID: PMC7067853 DOI: 10.1038/s41598-020-61653-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2019] [Accepted: 02/27/2020] [Indexed: 11/18/2022] Open
Abstract
Hip shape is an important determinant of hip osteoarthritis (OA), which occurs more commonly in women. However, it remains unclear to what extent differences in OA prevalence are attributed to sex differences in hip shape. Here, we explore sex differences in proximal femur shape in a cohort of adolescents. Hip morphology was quantified using hip DXA scans from the Avon Longitudinal Study of Parents and Children. Independent modes of variation (hip shape mode (HSM) scores) were generated for each image using an adult reference statistical shape model (N = 19,379). Linear regression was used to examine sex differences for the top ten HSMs, adjusting for age, height, lean and fat mass. Complete outcome and covariate data were available for 4,428 and 4,369 participants at ages 14 and 18 years, respectively. Several HSMs showed sex differences at both time points. The combined effect of sex on hip shape at age 14 reflected flatter femoral head and smaller lesser trochanter in females compared with males and, following adjustment for age and body size, these differences became more pronounced. At age 18, smaller lesser trochanter and femoral neck width (FNW) in females still remained although differences in femoral head, femoral shaft and FNW were largely attenuated following adjustment. Sexual dimorphism in proximal femur shape can be discerned in adolescence and early adulthood. Observed differences in proximal femur shape, particularly at age 14 were largely independent of body size, however to what extent differences in hip shape in early life play a role in predisposing to hip OA in later life remains to be determined.
Collapse
|